https://pinboard.in/u:Vaguery/public/ recent bookmarks from Vaguery 2026-05-23T12:01:40+00:00 https://arxiv.org/abs/2512.06522v2 Vaguery clustering statistics numerical-methods probability-theory unsupervised-learning algorithms rather-interesting to-write-about to-cite consider:performance-measures https://pinboard.in/ https://pinboard.in/u:Vaguery/b:a39717e23952/ 2025-08-22T12:49:38+00:00 https://pubs.aip.org/aip/cha/article/35/8/083124/3358770/Hierarchical-clustering-in-mean-field-coupled Vaguery coupled-oscillators nonlinear-dynamics clustering rather-interesting to-understand to-simulate consider:non-oscillatory-entrainment phase-transitions edge-of-chaos https://pinboard.in/ https://pinboard.in/u:Vaguery/b:e54d1cd135a1/ 2024-07-10T13:41:50+00:00 https://arxiv.org/abs/2107.08013 Vaguery materials-science learning-from-data genetic-programming symbolic-regression machine-learning rather-interesting clustering pattern-discovery https://pinboard.in/ https://pinboard.in/u:Vaguery/b:af6a41ae0e59/ 2023-05-21T12:25:38+00:00 https://arxiv.org/abs/2210.02753 Vaguery community-detection network-theory rather-interesting define-your-terms cultural-dynamics clustering https://pinboard.in/ https://pinboard.in/u:Vaguery/b:70b93a24603d/ 2023-02-09T12:39:53+00:00 https://arxiv.org/abs/2202.09179 Vaguery image-processing representation rather-interesting patterns machine-learning clustering to-write-about to-visualize consider:nonlocality https://pinboard.in/ https://pinboard.in/u:Vaguery/b:8c6ec7deec3b/ 2022-05-28T11:51:22+00:00 https://aclanthology.org/2022.findings-acl.81/ Vaguery digital-humanities narrative-study natural-language-processing clustering machine-learning rather-interesting https://pinboard.in/ https://pinboard.in/u:Vaguery/b:f337d5d49cf4/ 2022-02-17T11:27:37+00:00 https://arxiv.org/abs/1711.08995 Vaguery performance-space-analysis neural-networks image-processing clustering https://pinboard.in/ https://pinboard.in/u:Vaguery/b:2631df62f5fe/ 2022-02-13T12:34:52+00:00 https://arxiv.org/abs/1808.05689 Vaguery graph-theory distance metrics rather-interesting neural-networks classification clustering to-understand to-write-about consider:code-metrics https://pinboard.in/ https://pinboard.in/u:Vaguery/b:30ad3e377134/ 2022-02-12T13:48:16+00:00 https://arxiv.org/abs/2001.08372 Vaguery visualization algorithms problem-solving feature-construction rather-good planning clustering to-write-about to-visualize consider:parallel-processes consider:nonterminating-processes https://pinboard.in/ https://pinboard.in/u:Vaguery/b:4d55d1bcfa39/ 2022-02-03T16:58:49+00:00 https://arxiv.org/abs/2103.06040 Vaguery0, the goal is to find k center curves of complexity at most ℓ such that every point on P is covered by a subtrajectory that has small Fréchet distance to one of the k center curves (≤Δ). In many application scenarios, one is interested in finding clusters of small complexity, which is controlled by the parameter ℓ. Our main result is a bicriterial approximation algorithm: if there exists a solution for given parameters k, ℓ, and Δ, then our algorithm finds a set of k′ center curves of complexity at most ℓ with covering radius Δ′ with k′∈O(kℓ2log(kℓ)), and Δ′≤19Δ. Moreover, within these approximation bounds, we can minimize k while keeping the other parameters fixed. If ℓ is a constant independent of n, then, the approximation factor for the number of clusters k is O(logk) and the approximation factor for the radius Δ is constant. In this case, the algorithm has expected running time in Õ(km2+mn) and uses space in O(n+m), where m=⌈LΔ⌉ and L is the total arclength of the curve P. ]]> computational-geometry clustering rather-interesting feature-construction trajectories agents to-write-about to-reimplement https://pinboard.in/ https://pinboard.in/u:Vaguery/b:3c1cf7ac8479/ 2021-07-21T21:40:07+00:00 https://arxiv.org/abs/1810.03972 Vaguery crystallography machine-learning clustering rather-interesting spectra to-write-about synthetic-data https://pinboard.in/ https://pinboard.in/u:Vaguery/b:6dcee0ddaeab/ 2021-05-18T22:08:56+00:00 http://astrobiology.com/2021/04/inferring-exoplanet-disequilibria-with-multivariate-information-in-atmospheric-reaction-networks.html Vaguery astrobiology rather-interesting data-analysis spectroscopy machine-learning clustering nonlinear-dynamics origin-of-life https://pinboard.in/ https://pinboard.in/u:Vaguery/b:a6299daa7b34/ 2020-02-16T13:08:12+00:00 https://arxiv.org/abs/1807.06414 Vaguery feature-construction machine-learning clustering natural-language-processing rather-interesting to-simulate to-write-about consider:feature-discovery https://pinboard.in/ https://pinboard.in/u:Vaguery/b:e79ce779e77d/ 2020-02-16T12:35:48+00:00 http://proceedings.mlr.press/v54/hong17a.html Vaguery performance-networks clustering time-series yeah-I-probably-shoulda-published-in-1999 machine-learning feature-construction ah-well https://pinboard.in/ https://pinboard.in/u:Vaguery/b:f681052a7c11/ 2019-09-28T10:51:59+00:00 https://arxiv.org/abs/1602.04181 Vaguery graph-theory similarity-measures clustering distance numerical-methods algorithms performance-measure rather-interesting consider:looking-to-see consider:robustness to-simulate https://pinboard.in/ https://pinboard.in/u:Vaguery/b:d47a66c1988f/ 2019-09-25T10:31:11+00:00 https://arxiv.org/abs/1808.05740 Vaguery statistics clustering extreme-values to-understand discrimination algorithms rather-odd rather-general-sounding optimization probability-theory consider:weird-GP-stuff https://pinboard.in/ https://pinboard.in/u:Vaguery/b:d7f86b2621f8/ 2019-09-25T10:25:10+00:00 https://arxiv.org/abs/1510.00850 Vaguery clustering feature-construction rather-interesting spectra graph-theory metrics to-understand to-write-about consider:program-trace-comparisons https://pinboard.in/ https://pinboard.in/u:Vaguery/b:830601bf7639/ 2019-08-06T10:14:16+00:00 https://arxiv.org/abs/1810.08237 Vaguery natural-language-processing text-mining translation rather-interesting algorithms representation machine-learning clustering unsupervised-learning to-understand https://pinboard.in/ https://pinboard.in/u:Vaguery/b:ef18c7dc07ba/ 2019-07-25T11:03:05+00:00 https://arxiv.org/abs/1811.01910 Vaguery machine-learning performance-measure performance-space-analysis clustering adversarial-testing to-write-about https://pinboard.in/ https://pinboard.in/u:Vaguery/b:db970d1f461e/ 2019-04-19T21:00:26+00:00 https://arxiv.org/abs/1810.04816 Vaguery clustering hypergraphs representation algorithms combinatorics rather-interesting feature-selection https://pinboard.in/ https://pinboard.in/u:Vaguery/b:01c9bc4566c0/ 2019-04-10T10:28:38+00:00 https://arxiv.org/abs/1811.06912 Vaguery social-dynamics social-networks data-analysis rather-interesting statistics machine-learning clustering data-pageant visualization https://pinboard.in/ https://pinboard.in/u:Vaguery/b:178a4234fb86/ 2019-02-19T10:52:27+00:00 https://arxiv.org/abs/1809.02786 Vaguery adversarial-tricks neural-networks image-processing clustering deep-learning rather-interesting feature-intuiting to-write-about consider:genetic-programming https://pinboard.in/ https://pinboard.in/u:Vaguery/b:731aa2f65a42/ 2019-02-13T11:46:16+00:00 https://arxiv.org/abs/1902.01023 Vaguery classification clustering music feature-construction rather-interesting indexing to-write-about performance-measure https://pinboard.in/ https://pinboard.in/u:Vaguery/b:eebcaf05ed47/ 2019-02-13T10:43:47+00:00 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5411762/ Vaguery via:arthegall bioinformatics clustering visualization data-analysis rather-interesting consider:nonbiological-genomes review https://pinboard.in/ https://pinboard.in/u:Vaguery/b:8e2e925902f0/ 2019-01-08T11:22:48+00:00 https://arxiv.org/abs/1704.00454 Vaguery clustering representation categorical-variables rather-interesting machine-learning to-understand https://pinboard.in/ https://pinboard.in/u:Vaguery/b:c25cd4ce56f4/ 2018-11-29T01:30:16+00:00 https://arxiv.org/abs/1512.04349 Vaguery computational-geometry algorithms metrics clustering to-understand time-series https://pinboard.in/ https://pinboard.in/u:Vaguery/b:83889eedc755/ 2018-10-20T12:28:55+00:00 http://www.pnas.org/content/early/2018/08/28/1810575115 Vaguery developmental-biology biology rather-interesting clustering looking-to-see to-write-about consider:feature-discovery https://pinboard.in/ https://pinboard.in/u:Vaguery/b:d89b1da98a11/ 2018-04-06T13:52:02+00:00 https://arxiv.org/abs/1804.00222 Vaguery machine-learning unsupervised-learning rather-interesting feature-extraction clustering algorithms to-write-about https://pinboard.in/ https://pinboard.in/u:Vaguery/b:fed2632c470e/ 2018-03-19T09:40:47+00:00 https://arxiv.org/abs/1709.04594 Vaguery community-detection network-theory algorithms looking-to-see clustering to-write-about the-pragmatics-of-the-thing https://pinboard.in/ https://pinboard.in/u:Vaguery/b:a1f44d95f317/ 2018-03-10T13:30:32+00:00 https://arxiv.org/abs/1802.03426 Vaguery clustering visualization machine-learning algorithms performance-measure rather-interesting to-write-about https://pinboard.in/ https://pinboard.in/u:Vaguery/b:955acb780143/ 2017-11-09T18:13:35+00:00 https://arxiv.org/abs/1404.1008 Vaguery clustering graph-theory algorithms rather-interesting heuristics performance-measure to-write-about https://pinboard.in/ https://pinboard.in/u:Vaguery/b:943a8b58d439/ 2017-10-12T11:16:04+00:00 https://arxiv.org/abs/1604.03159 Vaguery network-theory clustering community-detection algorithms performance-measure rather-interesting consider:looking-to-see consider:performance-measures https://pinboard.in/ https://pinboard.in/u:Vaguery/b:9b8d5a0eb0dc/ 2017-09-26T14:33:44+00:00 https://arxiv.org/abs/1709.07797 Vaguery clustering metrics statistics amusing one-of-these-things-is-just-like-the-other computational-geometry https://pinboard.in/ https://pinboard.in/u:Vaguery/b:38f2196a8106/ 2017-09-26T14:16:15+00:00 https://arxiv.org/abs/1705.07321 Vaguery clustering algorithms statistics computational-complexity nudge-targets consider:looking-to-see consider:lexicase https://pinboard.in/ https://pinboard.in/u:Vaguery/b:6163b46f142d/ 2017-04-29T11:32:56+00:00 https://arxiv.org/abs/1507.03067 Vaguery graph-theory network-theory clustering rather-interesting define-your-terms to-understand out-of-the-box philosophy-of-engineering feature-construction https://pinboard.in/ https://pinboard.in/u:Vaguery/b:39db3d227d2e/ 2017-04-17T10:30:55+00:00 https://arxiv.org/abs/1703.04823 Vaguery machine-learning representation rather-interesting hypergraphs to-write-about nudge-targets consider:representation consider:looking-to-see bioinformatics clustering metrics https://pinboard.in/ https://pinboard.in/u:Vaguery/b:d6f591f5708d/ 2017-04-05T11:21:28+00:00 https://arxiv.org/abs/1704.00794 Vaguery time-series clustering feature-extraction statistics algorithms nudge-targets consider:representation https://pinboard.in/ https://pinboard.in/u:Vaguery/b:c2e00719e4a2/ 2017-03-21T23:59:26+00:00 https://arxiv.org/abs/1608.03544 Vaguery recommendations exploration exploitation machine-learning algorithms clustering rather-interesting to-understand https://pinboard.in/ https://pinboard.in/u:Vaguery/b:ba2b001a6eb1/ 2017-03-21T12:46:45+00:00 https://arxiv.org/abs/1501.01822 Vaguery clustering computational-geometry algorithms rather-interesting nudge-targets consider:looking-to-see optimization computational-complexity https://pinboard.in/ https://pinboard.in/u:Vaguery/b:de47772ff7e9/ 2017-03-21T12:35:43+00:00 https://arxiv.org/abs/1603.06252 Vaguery clustering feature-construction rather-interesting to-understand consider:performance-space-analysis compare-to-Pareto-GP-features visualization approximation to-write-about algorithms computational-geometry https://pinboard.in/ https://pinboard.in/u:Vaguery/b:dce1b289fa86/ 2017-03-11T13:23:39+00:00 https://arxiv.org/abs/1606.07312 Vaguery rather-interesting sensors robotics clustering machine-learning nudge-targets consider:looking-to-see consider:representation https://pinboard.in/ https://pinboard.in/u:Vaguery/b:c2714aa35823/ 2017-02-27T14:57:21+00:00 http://www.nature.com/nmeth/journal/v12/n3/abs/nmeth.3254.html Vaguery archetypal-analysis clustering bioinformatics systems-biology machine-learning algorithms rather-interesting to-write-about nudge-targets consider:looking-to-see https://pinboard.in/ https://pinboard.in/u:Vaguery/b:cdfd7e23fcd5/ 2017-02-27T01:37:18+00:00 http://www.sciencedirect.com/science/article/pii/S1751157712001034 Vaguery archetypal-analysis amusing data-analysis machine-learning statistics clustering to-write-about https://pinboard.in/ https://pinboard.in/u:Vaguery/b:69a1035ab556/ 2017-02-27T01:35:11+00:00 http://ieeexplore.ieee.org/abstract/document/5589222/ Vaguery archetypal-analysis machine-learning clustering rather-interesting dimension-reduction to-write-about https://pinboard.in/ https://pinboard.in/u:Vaguery/b:19f09356d1e3/ 2017-02-16T11:44:08+00:00 https://arxiv.org/abs/1702.02808 Vaguery bibliometrics citation social-networks feature-extraction clustering rather-interesting academic-culture system-of-professions https://pinboard.in/ https://pinboard.in/u:Vaguery/b:983bef5ba6a9/ 2017-02-01T12:37:08+00:00 https://arxiv.org/abs/1506.07613 Vaguery statistics clustering rather-interesting algorithms information-theory performance-measure nudge-targets consider:performance-measures to-write-about https://pinboard.in/ https://pinboard.in/u:Vaguery/b:7f101afbf76f/ 2017-01-12T12:16:49+00:00 https://arxiv.org/abs/1607.06407 Vaguery clustering image-processing rather-interesting representation algorithms machine-learning nudge-targets consider:representation consider:looking-to-see https://pinboard.in/ https://pinboard.in/u:Vaguery/b:726f43e3c6f4/ 2017-01-10T13:15:44+00:00 https://arxiv.org/abs/1607.06294 Vaguery clustering similarity algorithms rather-interesting performance-measure machine-learning representation to-understand https://pinboard.in/ https://pinboard.in/u:Vaguery/b:ee1f3982a3f2/ 2016-12-06T14:32:36+00:00 https://arxiv.org/abs/1611.05579 Vaguery public-policy operations-research algorithms clustering rather-interesting to-write-about nudge-targets consider:performance-measures https://pinboard.in/ https://pinboard.in/u:Vaguery/b:0bb4d5cb34c9/ 2016-12-04T14:21:49+00:00 https://arxiv.org/abs/1512.06809 Vaguery representation statistics clustering metrics rather-interesting algorithms nudge-targets consider:looking-to-see to-write-about consider:simulation https://pinboard.in/ https://pinboard.in/u:Vaguery/b:eff132087e7c/ 2016-11-20T13:27:26+00:00 https://arxiv.org/abs/1607.06318 Vaguery image-segmentation machine-learning rather-interesting clustering image-analysis inference neural-networks tomography nudge-targets to-write-about https://pinboard.in/ https://pinboard.in/u:Vaguery/b:d562a47dc636/ 2016-09-29T11:16:39+00:00 http://arxiv.org/abs/1605.00562 Vaguery nonlinear-dynamics time-series approximation clustering rather-interesting feature-extraction nudge-targets consider:performance-measures consider:representation reminds-me-of-Wim's-paper https://pinboard.in/ https://pinboard.in/u:Vaguery/b:a98938472c1d/ 2016-08-15T12:11:46+00:00 http://arxiv.org/abs/1511.05933 Vaguery data-mining clustering algorithms computational-complexity initialization horse-races nudge-targets consider:looking-to-see https://pinboard.in/ https://pinboard.in/u:Vaguery/b:92e73486acf8/ 2016-07-24T01:43:02+00:00 http://arxiv.org/abs/1605.07030 Vaguery clustering data-analysis dimension-reduction algorithms machine-learning statistics nudge-targets performance-measure rather-interesting consider:rediscovery https://pinboard.in/ https://pinboard.in/u:Vaguery/b:6468b8561d6b/ 2016-06-25T20:56:43+00:00 http://arxiv.org/abs/1606.00985 Vaguery machine-learning clustering supervised-learning algorithms nudge-targets consider:adopting-this-maneuver https://pinboard.in/ https://pinboard.in/u:Vaguery/b:19d7c6b11793/ 2016-05-09T12:29:04+00:00 http://arxiv.org/abs/1602.02514 Vaguery machine-learning clustering algorithms horse-races computational-complexity rather-interesting nudge-targets consider:rediscovery https://pinboard.in/ https://pinboard.in/u:Vaguery/b:88c0c52b9797/ 2016-05-08T11:32:35+00:00 https://papers.nips.cc/paper/5991-differentially-private-subspace-clustering Vaguery via:arthegall clustering algorithms neural-networks approximation machine-learning nudge-targets consider:Lexicase-selection consider:looking-to-see https://pinboard.in/ https://pinboard.in/u:Vaguery/b:e22da69e84c5/ 2016-04-10T13:18:52+00:00 http://arxiv.org/abs/1507.01555 Vaguery computational-geometry clustering approximation algorithms nudge-targets consider:classification consider:feature-discovery https://pinboard.in/ https://pinboard.in/u:Vaguery/b:0e87c38a73f0/ 2016-03-26T23:17:35+00:00 http://arxiv.org/abs/1511.01964 Vaguery graph-theory feature-construction rather-interesting clustering metrics nudge-targets algorithms https://pinboard.in/ https://pinboard.in/u:Vaguery/b:f75c9a34232a/ 2016-03-14T11:59:08+00:00 http://arxiv.org/abs/1505.05740 Vaguery graph-theory algorithms metrics edit-distance linear-programming rather-interesting clustering nudge-targets consider:implementing https://pinboard.in/ https://pinboard.in/u:Vaguery/b:184c0c1e149c/ 2015-12-23T12:45:17+00:00 http://arxiv.org/abs/1508.01057 Vaguery clustering fuzzy machine-learning algorithms nudge-targets consider:representation stress-testing https://pinboard.in/ https://pinboard.in/u:Vaguery/b:a876ca2a75ea/ 2015-12-21T12:06:00+00:00 http://arxiv.org/abs/1412.7012 Vaguery machine-learning approximation signal-processing neural-networks algorithms nudge-targets representation consider:incremental-representations clustering https://pinboard.in/ https://pinboard.in/u:Vaguery/b:3677326fa331/ 2015-12-15T12:55:07+00:00 http://arxiv.org/abs/1510.00012 Vaguery clustering metrics histograms numerical-methods statistics algorithms nudge-targets consider:feature-discovery https://pinboard.in/ https://pinboard.in/u:Vaguery/b:4b3d46f72857/ 2015-12-13T14:44:28+00:00 http://arxiv.org/abs/1310.4945 Vaguery compressed-sensing signal-processing clustering algorithms nudge-targets operations-research https://pinboard.in/ https://pinboard.in/u:Vaguery/b:b9a75e4b7b67/ 2015-12-13T13:13:56+00:00 http://arxiv.org/abs/1508.04887 Vaguery anomaly-detection multiobjective-optimization rather-interesting nudge-targets clustering outliers algorithms statistics https://pinboard.in/ https://pinboard.in/u:Vaguery/b:7617f227409b/ 2015-12-13T13:04:34+00:00 http://arxiv.org/abs/1412.1947 Vaguery clustering machine-learning again nudge-targets https://pinboard.in/ https://pinboard.in/u:Vaguery/b:d2100bdca0f3/ 2015-12-12T11:49:43+00:00 http://arxiv.org/abs/1412.5902 Vaguery clustering algorithms metaphor nudge-targets https://pinboard.in/ https://pinboard.in/u:Vaguery/b:d8161405684c/ 2015-11-25T12:29:00+00:00 http://arxiv.org/abs/1309.6895 Vaguery clustering feature-construction horse-races algorithms machine-learning statistics nudge-targets performance-space-analysis https://pinboard.in/ https://pinboard.in/u:Vaguery/b:e98c5bc70892/ 2015-11-25T12:18:20+00:00 http://arxiv.org/abs/1505.03934 Vaguery metrics text-mining natural-language-processing digital-humanities clustering nudge-targets https://pinboard.in/ https://pinboard.in/u:Vaguery/b:c7046fa36d98/ 2015-11-25T12:11:20+00:00 http://arxiv.org/abs/1506.08977 Vaguery clustering algorithms generalization rather-interesting nudge-targets consider:ontology https://pinboard.in/ https://pinboard.in/u:Vaguery/b:3b4357300b93/